Higher house prices in the US are a consequence of literally every major US metro area having a shortage of housing (https://www.fanniemae.com/research-and-insights/perspectives...). There's no mystery here, just that a lot of people decided to shoot themselves in the foot starting in the 1970s by putting more and more zoning and permitting limits on new housing construction.